The DOI matches its Crossref record; 66 of the 67 references it cites were found in a registry or an index.
Applied behavior analytic intervention for autism in early childhood: meta-analysis, meta-regression and dose-response meta-analysis of multiple outcomes
Abstract
A number of clinical trials and single-subject studies have been published measuring the effectiveness of long-term, comprehensive applied behavior analytic (ABA) intervention for young children with autism. However, the overall appreciation of this literature through standardized measures has been hampered by the varying methods, designs, treatment features and quality standards of published studies. In an attempt to fill this gap in the literature, state-of-the-art meta-analytical methods were implemented, including quality assessment, sensitivity analysis, meta-regression, dose-response meta-analysis and meta-analysis of studies of different metrics. Results suggested that long-term, comprehensive ABA intervention leads to (positive) medium to large effects in terms of intellectual functioning, language development, acquisition of daily living skills and social functioning in children with autism. Although favorable effects were apparent across all outcomes, language-related outcomes (IQ, receptive and expressive language, communication) were superior to non-verbal IQ, social functioning and daily living skills, with effect sizes approaching 1.5 for receptive and expressive language and communication skills. Dose-dependant effect sizes were apparent by levels of total treatment hours for language and adaptation composite scores. Methodological issues relating ABA clinical trials for autism are discussed.
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“We also have amassed a great deal of evidence of the effectiveness of comprehensive early interventions on the developmental outcomes of children with ASD when interventions are delivered with intensity, at least twenty hours per week for several years.18”
From Longitudinal follow-up of children with autism receiving targeted interventions on joint attention and play (2012) · cites this paper as [18]
In the citing paper
“In general, greater change is identified in cognitive developmental domains compared to spoken language, with language outcomes requiring longer durations of intervention.18”
From Longitudinal follow-up of children with autism receiving targeted interventions on joint attention and play (2012) · cites this paper as [18]
In the citing paper
“Accumulating evidence from over 40 years of research indicates that these reinforcement-based interventions significantly increase both cognitive and social outcomes, and successfully reduce aberrant behaviors [3].”
From Social “wanting” dysfunction in autism: neurobiological underpinnings and treatment implications (2012) · cites this paper as [3]
In the citing paper
“Later programs focusing on the functional (that is, contextual) analysis of problem behaviors were more successful in addressing core deficits [3,5,6,32,42,190-196].”
From Social “wanting” dysfunction in autism: neurobiological underpinnings and treatment implications (2012) · cites this paper as [3]
Citations
Cites
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722
Quantifying heterogeneity in a meta‐analysis
Higgins, J. P. T., & Thompson, S. G. (2002) · Statistics in Medicine · doi:10.1002/sim.1186 · Cited by 36,763
Lord, C., Rutter, M., & Le Couteur, A. (1994) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02172145 · Cited by 9,065
Downs, S. H., & Black, N. (1998) · Journal of Epidemiology and Community Health · doi:10.1136/jech.52.6.377 · Cited by 8,252
Moher, D., Schulz, K. F., & Altman, D. G. (2001) · The Lancet · doi:10.1016/s0140-6736(00)04337-3 · Cited by 5,373
Assessing heterogeneity in meta-analysis: Q statistic or I² index?
Huedo-Medina, T. B., Sánchez-Meca, J., Marín-Martínez, F., & Botella, J. (2006) · Psychological Methods · doi:10.1037/1082-989x.11.2.193 · Cited by 4,256
Bowman, P. W. (1963) · AIBS Bulletin · doi:10.2307/1292957 · Cited by 3,654
Behavioral treatment and normal educational and intellectual functioning in young autistic children.
Lovaas, O. I. (1987) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.55.1.3 · Cited by 3,288
Moher, D. (2001) · JAMA · doi:10.1001/jama.285.15.1987 · Cited by 2,545
Morris, S. B., & DeShon, R. P. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.1.105 · Cited by 2,502
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Ernst, F. A. (2016) · Ethical Human Psychology and Psychiatry · doi:10.1891/1559-4343.18.2.92
Faller, A. C. (2013) · JMU Scholoraly Commons (James Madison University)
Barrio, S. (2016) · ScholarWorks (Central Washington University)
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de Almeida, D. M. (2017) · Anais do Encontro Estadual de Política e Administração da Educação - Anpae/ES
Interacting Beliefs and Processes in Mothers of Children Diagnosed with Autism
South, L. L. (2016) · The Scholars Repository - LLU (Loma Linda University)
Marini, S., D’Ambrogio, T., Esposito, M., Sergi, M. R., & Sorge, G. (2018) · Open Journal of Psychiatry · doi:10.4236/ojpsych.2018.82017 · Cited by 1
de Castro, A. C., & Giffoni, S. D. A. (2017) · International Journal of Current Advanced Research · doi:10.24327/ijcar.2017.6188.0890
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Paquet, A., Dionne, C., & Rousseau, M. (2020) · Revue francophone de la déficience intellectuelle · doi:10.7202/1066863ar
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أحمد, ف. إ. ع. ا. (2020) · Journal of Education College Wasit University · doi:10.31185/eduj.vol2.iss40.1624
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Gupta, A., Kharb, A., & Kumar, P. (2021) · International Journal of Science and Healthcare Research
Acton, R. K., Imberman, S. A., & Lovenheim, M. (2019) · National Bureau of Economic Research · doi:10.3386/w26079
Ruta-Sominka, I., & Budzińska, A. (2020) · International Journal of Research in E-learning · doi:10.31261/ijrel.2020.6.2.07
Ménard, C. F., & Poirier, N. (2021) · Revue de psychoéducation · doi:10.7202/1077071ar
Roy-Wsiaki, G. N. (2015) · Mspace (University of Manitoba)
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Possenti, G., & Rodríguez, P. G. (2005) · Diseño interior
Reed, P. (2015) · Wiley eBooks · doi:10.1002/9781118897553.refs
Filho, E. C. D. L., de Paiva, F. E. A., & Gusmão, E. É. D. S. (2022) · Revista Extensão em Ação · doi:10.32356/exta.v22.n2.43799
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Shi, B., Wu, W., Dai, M., Zeng, J., Luo, J., Cai, L., Wan, B., & Jin, J. (2020) · doi:10.21203/rs.2.24508/v2
Hong, E. S. (2019) · Louisiana State University · doi:10.31390/gradschool_theses.5088
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Dai, L. (2022) · Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research · doi:10.2991/assehr.k.220504.256
Dillenburger, K., Dounavi, K., Storey, C., Booth, N., Ramey, D., & McKerr, L. (2022) · Autism and child psychopathology series · doi:10.1007/978-3-030-88538-0_60
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Xue, X., Zong, X., Valentine, G., & Hussey-Gardner, B. T. (2023) · Journal of Early Intervention · doi:10.1177/10538151231179113
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Grey, I. M., Brennan, D., & Cody, B. L. (2024) · Journal of Intellectual Disabilities · doi:10.1177/17446295241231039
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Metadata
- Authors
- Virués-Ortega, J.
- Venue
- Clinical Psychology Review
- Publisher
- Elsevier BV
- Published
- 2010-06
- Volume
- 30
- Issue
- 4
- Pages
- 387-399
- ISSN
- 0272-7358 (ISSN-L)
- OpenAlex
- W2154650119
- Cited by
- 615
- References
- 67
- Citations by year
- 2026: 29 · 2025: 39 · 2024: 41 · 2023: 27 · 2022: 44 · 2021: 46 · 2020: 52 · 2019: 52 · 2018: 41 · 2017: 56 · 2016: 38 · 2015: 38 · 2014: 33 · 2013: 33 · 2012: 23
- FWCI
- 1.80
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Clinical Psychology Review (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Social Sciences › Psychology › Developmental and Educational Psychology › Behavioral and Psychological Studies
- Health Sciences › Medicine › Psychiatry and Mental health › Child Nutrition and Feeding Issues
- Keywords
- applied behavior analysis, autism spectrum disorder, early childhood intervention, long-term intervention, language development, intellectual functioning, social functioning, daily living skills, dose-response relationship, intervention effectiveness, methodological quality of clinical trials
- MeSH terms
- Autistic Disorder, Behavior Therapy, Child, Preschool, Humans, Language, Language Development, Language Development Disorders, Social Behavior, Speech Therapy, Treatment Outcome
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